Single-Class Unlearning on Office 31 W -> D benchmark leaderboard · SOTA2 Research

Single-Class Unlearning on Office 31 W -> D

80.3Accuracy (r)Original (SF(DA)²)

Evaluation Results

Method	Links
Original (SF(DA)²)2026.04		80.3	90.6	42
Finetune2026.04		79.8	89	42
Ours2026.04		79.7	0	80
ZSMU2026.04		79.1	88.2	42
Retrain2026.04		78.1	0	78
Lipschitz2026.04		77.6	7.7	73
PADA2026.04		77.3	92.3	40
SHOT2026.04		75.1	51.2	50
Nabla Tau2026.04		71.9	0.4	72
Unlearned(+)2026.04		66.9	100	33
UNSIR2026.04		52.7	0	53